This study aimed to optimize the sensory attributes of hazelnut-cocoa cream enrichedwith honey and bee pollen from Bingöl by using response surface methodology (RSM).Twelve formulations of this product were made through mixing constant amounts of thebase ingredients (20 %hazelnut, 10% cocoa, 12% oil, 8% skimmed milk, and 0.1%lecithin) and different amounts of honey (0, 10, 20,25,30, 50% W/W), sugar as acomplement compound controlled to reach constant sweetener (47-50% W/W), and beepollen (1, 2,3% W/W).Eight sensory attributes (color, taste, odor, consistency, appearance, flavor, spreadability,and general liking) on a 7‑point hedonic scale were scored by a consumer panel (N = 22evaluators).The Central Composite Design (CCD) was chosen using Design-Expert version 13software, and a quadratic model was shaped for the enrichment components, which arehoney (X1) and bee pollen (X2)While, honey had a significant positive linear effect (F = 11.67, p = 0.014), bee pollenand interaction terms were not significant. The model fit was strong (R² = 0.93; adjustedR² = 0.90). Response surfaces identified a wide optimum at moderate to high honey(~30%) and ~1.7% bee pollen. Honey was the dominant positive factor of sensoryattributes. RSM appeared as an effective method to optimize the sensory attributes ofhazelnut-cocoa cream (multi‑ingredient system).
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Meree et al. (2026) studied this question.
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